Invertible matrix / determinant

Click For Summary

Homework Help Overview

The discussion revolves around proving that if matrix B is invertible, then there exists a scalar c such that the matrix A + cB is not invertible. Participants are examining the determinant of the matrix A + cB and its implications for invertibility.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the relationship between the determinant of A + cB and the eigenvalues of the matrix AB^-1. There is exploration of how to choose the scalar c and the implications of different notations used for c and d.

Discussion Status

Some participants have offered guidance on clarifying notation and the relationship between eigenvalues and the determinant. There is a recognition that at least one eigenvalue exists, which may help in finding the appropriate scalar c.

Contextual Notes

Participants note potential confusion arising from using the same symbol for different quantities and discuss the generality of finding eigenvalues for matrices of varying sizes.

Wildcat
Messages
114
Reaction score
0

Homework Statement


Let A,B ε Mnxn(C)
Prove that if B is invertible, then there exists a scalar cεC s.t. A + cB is not invertible. HINT:
examine det (A+cB)



Homework Equations





The Attempt at a Solution


I know that the det(A+cB)=0 since a non invertible matrix has det=0
I know B is invertible so I multiply the right side by B^-1 which gives det(AB^-1 + cIn)=0 where In is the nxn identity matrix. There is a theorem that says that a scalar is an eigenvalue of A if and only if det(A-cIn)=0.
can I choose c to be -c? does that show that A +cB is not invertible? Help!
 
Physics news on Phys.org
So you need to find a c such that [tex]\det(AB^{-1}+cI_n )=0[/tex]. So this amounts to finding an eigenvalue c' of [tex]AB^{-1}[/tex] (or showing that such one exists) and setting c=-c'...
 
You are on the right track. I think you are using the same letters to represent too many things. Do you care about the eigenvalues of A or of another matrix? Choosing c to be -c would imply that c=0, perhaps you need to use another symbol to represent the quantity that you'd use to choose your original c.
 
can I rename AB^-1, D and say det(D-cIn)=0 I can find c for a specific 2x2 matrix, but I'm not sure how to do that in general
 
Wildcat said:
can I rename AB^-1, D and say det(D-cIn)=0 I can find c for a specific 2x2 matrix, but I'm not sure how to do that in general

You're using c for too many things, it's better to write det(D-dIn)=0. The nature of the problem only requires that you know that at least one d exists, not that you have to find its value. Does every matrix have at least one eigenvalue?
 
Yes? and an nxn would have at most n distinct eigenvalues right?
 
Wildcat said:
Yes? and an nxn would have at most n distinct eigenvalues right?

Right, so you had the right idea before, you just want to express c in terms of one of the eigenvalues d so that the notation isn't confusing.
 
so, if I use my original proof and add Let AB^-1 = D and c=-d then det(D-dIn)=0 would be enough? I don't have to show anything else?
 
Wildcat said:
so, if I use my original proof and add Let AB^-1 = D and c=-d then det(D-dIn)=0 would be enough? I don't have to show anything else?

You can always follow your logic backwards to check that if c = -d, det(A+cB)=0. But your arguments looked fine to me.
 
  • #10
OK, Thank You!
 

Similar threads

Replies
4
Views
2K
  • · Replies 4 ·
Replies
4
Views
4K
  • · Replies 5 ·
Replies
5
Views
2K
Replies
6
Views
2K
  • · Replies 17 ·
Replies
17
Views
2K
  • · Replies 18 ·
Replies
18
Views
4K
  • · Replies 7 ·
Replies
7
Views
3K
  • · Replies 25 ·
Replies
25
Views
4K
  • · Replies 15 ·
Replies
15
Views
2K
Replies
6
Views
2K